Deep Individual Active Learning: Safeguarding against Out-of-Distribution Challenges in Neural Networks

Keyphrases

• Active Learning 100%
• Neural Network 100%
• Computational Complexity 33%
• Privacy Data 33%
• Training Data 33%
• User Data 33%
• Out-of-distribution Data 33%
• Minmax Regret 33%
• EMNIST Dataset 33%
• Model Evaluation 33%
• MNIST Dataset 33%
• Data Augment 33%
• Training Set Size 33%
• CIFAR-10 Dataset 33%
• Learning Criteria 33%

Computer Science

• Active Learning 100%
• Neural Network 100%
• Efficient Algorithm 33%
• Computational Complexity 33%
• Data Distribution 33%
• Training Data 33%
• Performance Model 33%
• User Data 33%
• Individual Setting 33%
• Sensitive Application 33%